Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, ToolLoopAgent, embed, or tools, (2) Want to build AI agents, chatbots, RAG systems, or text generation features, (3) Have questions about AI providers (OpenAI…
Create Architecture Decision Records (ADR) based on an existing PRD or user-provided feature description. Covers technical decisions, system design, data models, API contracts, diagrams, and testing strategy. Use when the user wants to document architecture, plan technical implementation, or prepare a codebase for…
Extract a design system from any website URL using Playwright MCP. Produces design tokens (JSON), brand assets (logo SVG, favicon), a homepage screenshot, and a design-guidelines.md document. Use when the user wants to clone, match, or stay consistent with an external brand.
Use when building, configuring, or debugging enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming. Invoke to implement WebFlux endpoints, optimize JPA queries and database performance, configure Spring Security with OAuth2/JWT, or resolve authentication issues and async processing…
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Create a PRD through user interview and research, then save it as a Markdown file. Use when the user wants to write a PRD, create a product requirements document, or plan a new feature/product.
Use this agent when implementing, modifying, or debugging Java Spring Boot backend code. Examples:\n\n \nContext: User needs a new REST endpoint added to the Spring Boot backend.\nuser: "Add a POST /api/orders endpoint that validates and saves order data"\nassistant: "I'll use the BE-Developer agent to implement this…
Runs when the agent sends a notification, running osascript -e 'display notification "Claude Code needs your a. From LucasMatuszewski/JSystems-SilkyCoders-1.
Audit and maintain agent configuration files (.claude/agents, AGENTS.md, CLAUDE.md, agent-memory). Checks for duplicates, outdated info, naming conflicts, wrong technical facts, and files over 200 lines. Fixes all issues and commits.